Deep Convolutional Neural Network With Attention Module for Seismic Impedance Inversion

Deep Convolutional Neural Network With Attention Module for Seismic Impedance Inversion

Seismic inversion is an approach to obtain the physical properties of the Earth layers from the seismic data, which aids in reservoir characterization. In seismic inversion, spatially variable physical parameters, such as impedance (<inline-formula><tex-math notation="LaTeX">$Z...

Full description

Bibliographic Details
Main Authors: Vineela Chandra Dodda, Lakshmi Kuruguntla, Anup Kumar Mandpura, Karthikeyan Elumalai, Mrinal K. Sen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention module
impedance inversion
neural networks
seismic data
Online Access:https://ieeexplore.ieee.org/document/10234195/

Internet

https://ieeexplore.ieee.org/document/10234195/

Similar Items